Artificial intelligence
Practical use of AI in real delivery work: how the current coding tools compare, and what happens when the owner stays the customer.
- Four days to a production ERP: staying the customer
Adoption of a new technology stack has historically consumed a week or more of familiarization with the development environment, host, and database before product work could begin. In the cycle described here, an agent performed the implementation while the owner remained the customer. The result was a production-ready enterprise system, with data migration complete and verified, in four calendar days.
- Using AI in software development
GitHub Copilot, Cursor, and Grok Build occupy different positions in a software delivery workflow and are not substitutes for one another. Copilot completes work in the editor already licensed; Cursor supports supervised multi-file edits; Grok Build can execute a full implementation loop from the repository. Selection among them is a function of the task rather than of a preferred brand.